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| Flash flood susceptibility prediction mapping for a road network using hybrid machine learning models 期刊论文
Natural Hazards, 2021
作者: Ha H.; Luu C.; Bui Q.D.; Pham D.-H.; Hoang T.; Nguyen V.-P.; Vu M.T.; Pham B.T.
  收藏 | 浏览/下载：55/0 | 提交时间：2021/09/01
Flash flood susceptibility Flood risk management Highway Hybrid machine learning models Transportation Vietnam |
| Modeling air pollution-related hospital admissions employing remote sensing and geographical information systems 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 261
作者: Tavera Busso I.; Rodríguez Núñez M.; Amarillo A.C.; Mettan F.; Carreras H.A.
收藏 | 浏览/下载：33/0 | 提交时间：2022/01/18
Land-use models Machine learning Respiratory diseases Suspended particles |
| A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations 期刊论文
, 2020, 卷号: 143
作者: Jing W.; Di L.; Zhao X.; Yao L.; Xia X.; Liu Y.; Yang J.; Li Y.; Zhou C.
收藏 | 浏览/下载：38/0 | 提交时间：2020/07/28
Decision trees Digital storage Evapotranspiration Geodetic satellites Groundwater Learning systems Soil moisture Surface measurement Water conservation Water supply Data-driven approach Ensemble learning algorithm Gravity recovery and climate experiment satellites Groundwater storage Land surface modeling Machine learning models Terrestrial water storage Variable importances Learning algorithms |
| Combining statistical machine learning models with ARIMA for water level forecasting: The case of the Red river 期刊论文
, 2020, 卷号: 142
作者: Phan T.-T.-H.; Nguyen X.H.
收藏 | 浏览/下载：22/0 | 提交时间：2020/07/28
Autoregressive moving average model Cost effectiveness Disaster prevention Forecasting Learning algorithms Water levels Water resources Auto-regressive integrated moving average Computational time Cost-effective solutions Linear and nonlinear models Physically based models Statistical machine learning Time series forecasting Water level forecasting Machine learning data set flood forecasting forecasting method hydrological modeling machine learning numerical model performance assessment river water water level Hanoi Red River [Asia] Viet Nam |
| PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media 期刊论文
, 2020, 卷号: 138
作者: Santos J.E.; Xu D.; Jo H.; Landry C.J.; Prodanović M.; Pyrcz M.J.
收藏 | 浏览/下载：27/0 | 提交时间：2020/07/28
Binary images Convolution Deep learning Deep neural networks Flow fields Flow of fluids Forecasting Learning systems Mechanical permeability Network architecture Porous materials Velocity Disruptive technology Fluid velocity field Geometrical informations Machine learning models Orders of magnitude Spatial relationships Subsurface formations Surrogate model Convolutional neural networks artificial neural network digital image flow modeling fluid flow permeability porous medium prediction rock mechanics surrogate method three-dimensional modeling |
| Comparative assessment of bivariate, multivariate and machine learning models for mapping flood proneness 期刊论文
Natural Hazards, 2020, 卷号: 100, 期号: 2
作者: Al-Abadi A.M.; Al-Najar N.A.
收藏 | 浏览/下载：29/0 | 提交时间：2021/09/01
Bivariate models Flood Iraq Machine learning models |
| Ensemble averaging based assessment of spatiotemporal variations in ambient PM2.5 concentrations over Delhi, India, during 2010–2016 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 224
作者: Mandal S.; Madhipatla K.K.; Guttikunda S.; Kloog I.; Prabhakaran D.; Schwartz J.D.; GeoHealth Hub India Team
收藏 | 浏览/下载：48/0 | 提交时间：2022/01/18
Hybrid models Machine learning Particulate matter Pollution exposure Satellite observations |
| Disentangling mechanisms of early succession following harvest: Implications for climate change adaptation in Canada's boreal-temperate forests 期刊论文
, 2020, 卷号: 461
作者: Taylor A.R.; Endicott S.; Hennigar C.
收藏 | 浏览/下载：19/0 | 提交时间：2020/07/28
Atmospheric radiation Climate models Digital storage Forecasting Harvesting Learning systems Mechanisms Plants (botany) Reforestation Climate change adaptation Direct regeneration Machine learning techniques Partial cutting Radiative forcings Regeneration Succession Sustainable forest management Climate change adaptive management boreal forest climate change cutting (process) dominance forest inventory forest management forestry regeneration succession sustainability temperate forest timber harvesting Abies Lasiocarpa Acer Rubrum Tridens Cutting Forecasts Harvesting Reforestation Sustainable Forest Management Acadia Canada Abies balsamea Acer rubrum Acer saccharum Betula Picea mariana Picea rubens Populus |
| A Bayesian network model for prediction and analysis of possible forest fire causes 期刊论文
, 2020, 卷号: 457
作者: Sevinc V.; Kucuk O.; Goltas M.
收藏 | 浏览/下载：22/0 | 提交时间：2020/07/28
Deforestation Fire hazards Fires Forecasting Learning algorithms Roads and streets Sensitivity analysis Timber Wind Agricultural land Bayesian network models Different sizes Forest fires Interactive relation Lightning strikes Prediction and analysis Structural learning Bayesian networks algorithm Bayesian analysis biomass burning forest fire machine learning numerical model prediction sensitivity analysis Area Deforestation Distance Forecasts Forest Fires Temperature Wind Mugla Turkey |
| Exploring the use of learning techniques for relating the site index of radiata pine stands with climate, soil and physiography 期刊论文
, 2020, 卷号: 458
作者: González-Rodríguez M.A.; Diéguez-Aranda U.
收藏 | 浏览/下载：24/0 | 提交时间：2020/07/28
Climate change Information management Learning algorithms Learning systems Least squares approximations Machine learning Regression analysis Environmental uncertainty Multivariate adaptive regression splines Partial least square (PLS) Pinus radiata Site index Stand growth Statistical learning techniques Sustainable forest management Forestry climate change coniferous tree forest management growth modeling machine learning site index statistical analysis uncertainty analysis Forestry Models Pinus Radiata Regression Analysis Site Index Sustainable Forest Management Techniques Galicia [Spain] La Coruna [Galicia] Santiago de Compostela Spain Pinus radiata Radiata |
